summary.vlmc {VLMC}R Documentation

Summary of Fitted Variable Length Markov Chain (VLMC)

Description

Compute (and print) a summary of a vlmc object which is typically the result of vlmc(..).

Usage

## S3 method for class 'vlmc':
summary(object, ...)
## S3 method for class 'summary.vlmc':
print(x, digits = getOption("digits"),
         vvec.printing = FALSE, ...)

Arguments

object an R object of class vlmc.
x an R object of class summary.vlmc.
digits integer giving the number of significant digits for printing numbers.
vvec.printing logical indicating if the vvec component should be printed recursively via prt.vvec().
... potentially further arguments [Generic].

Value

summary.vlmc() returns an object of class "summary.vlmc" for which there's a print method. It is basically a list containing all of object, plus additionally

confusion.table the symmetric contingency table of data vs fitted.
depth.stats statistics of Markov chain depth along the data; currently just summary(predict(object, type="depth")).
R2 the R^2 statistic, i.e. the percentage (in [0,1]) of correctly predicted data.

See Also

vlmc, draw.vlmc.

Examples

data(bnrf1)
vb <- vlmc(bnrf1EB)
svb <- summary(vb)
svb


[Package VLMC version 1.3-10 Index]